Make better bets, faster.
Sunlight turns hard-to-get market data into decisions your team can act on — in hours, not weeks.
Trusted by strategy teams at
Building got 10x faster. Deciding didn't.
Your team can ship a feature in a weekend. But deciding what to build still takes weeks. Sunlight turns that into an 8-hour, source-backed decision sprint.
Research and synthesis stretch across multiple tools, turning one strategic question into a multi-week project.
Different stakeholders see different stories, making confident alignment harder than it should be.
From signal to storyline.
Feed
A curated stream of signals relevant to your business — competitor moves, funding rounds, market shifts, regulatory changes. The proactive scanning your team doesn't have time for.
Projects
Start with a strawman. Pick a framework. Let AI fill the research layer with verified, source-linked findings. Invite your team to collaborate.
Present
Shape the narrative where the research lives. Different views for different readers — the board sees the summary, the team sees the detail. No more translating between tools. Export to slides when you need to.
High-quality data access, processed into decision-grade insight
Off-the-shelf AI workflows often miss high-value gated sources and over-index on noisy public data. Sunlight combines access to gated sources with curated marginal signals, then filters for what is actually relevant to your strategic question.
Evidence items processed per run
6–16x higher evidence throughput.
Marginal sources that actually matter
- • Curates marginal sources tied to your exact question
- • Prioritizes signals with decision impact, not volume
- • Surfaces the few inputs that can actually change the bet
Decision readiness
- • Recommendations linked to evidence
- • Explicit assumptions and risk framing
- • “What would change our mind” criteria
- • Built for stakeholder discussion, not raw dumps
How Sunlight processes research at scale
1) Ingest large source sets
2) Embed + rank relevance to the strategic question
3) Run full-context analysis on high-relevance items
4) Deliver recommendations with source trail + risk logic
Benchmarks shown are based on internal pilot workflows using fixed strategic questions and time windows.
Built for decision makers
Heads of Strategy
Replace the ChatGPT → Docs → Slides pipeline with one cockpit. Frame, research, and present from a single source of truth.
Founders
Make high-stakes product and market decisions with confidence. Move from scattered signals to one clear, evidence-backed direction your team can execute.
CPOs
Back your product strategy with verified market evidence. Know what to build before you build it.
What early users are saying
Sunlight helped us turn an ambiguous B2B question into a clear direction grounded in evidence. Unlike most AI tools, the insights were transparent and backed by real data, which made them trustworthy. That clarity gave us the confidence to lock in our new B2B positioning.
Holger Seim
Co-Founder & CEO at Blinkist
The links to sources and the depth of the analysis really helped build trust that this wasn't just generic AI output. We used the output directly in our strategy discussions, which made it much easier to align and move faster.
Dmitri Uvarovski
Co-Founder at Homeday & Consultant
Sunlight helped us better understand uncharted territory by doing deep & accurate research on topics and themes that can drive our product experience forward, bringing de-risked innovation opportunities.
Tiago Cabaço
VP, Design @ Delivery Hero